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基于代数辨识和广义比例积分控制的单连杆柔性机械手自适应控制器

Adaptive controller for single-link flexible manipulators based on algebraic identification and generalized proportional integral control.

作者信息

Becedas Jonathan, Trapero Juan Ramón, Feliu Vicente, Sira-Ramirez Hebertt

机构信息

Department of Electricity, Electronics and Automation, Universidad de Castilla-La Mancha, 13071 Ciudad Real, Spain.

出版信息

IEEE Trans Syst Man Cybern B Cybern. 2009 Jun;39(3):735-51. doi: 10.1109/TSMCB.2008.2008905. Epub 2009 Feb 13.

Abstract

In this paper, we propose a fast online closed-loop identification method combined with an output-feedback controller of the generalized proportional integral (GPI) type for the control of an uncertain flexible robotic arm with unknown mass at the tip, including a Coulomb friction term in the motor dynamics. A fast nonasymptotic algebraic identification method developed in continuous time is used to identify the unknown system parameter and update the designed certainty equivalence GPI controller. In order to verify this method, several informative simulations and experiments are shown.

摘要

在本文中,我们提出了一种快速在线闭环辨识方法,该方法结合了广义比例积分(GPI)型输出反馈控制器,用于控制末端质量未知的不确定柔性机器人手臂,电机动力学中包含库仑摩擦项。利用一种在连续时间内开发的快速非渐近代数辨识方法来辨识未知系统参数,并更新所设计的确定性等价GPI控制器。为了验证该方法,展示了几个信息丰富的仿真和实验。

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